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  • Math For Machine Learning

Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


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    Skillshare

    Nomad Sculpt for Beginners

    Skills you'll gain: 3D Modeling, 3D Assets, Color Theory, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animations, Graphical Tools, Data Import/Export, Image Quality, Design Elements And Principles, User Interface (UI), Animation and Game Design, Creative Design

    Beginner · Specialization · 1 - 3 Months

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    LearnQuest

    Introduction to Python Scripting for DevOps

    Skills you'll gain: Scripting, Programming Principles, Computer Programming, Python Programming, Command-Line Interface, Development Environment, Integrated Development Environments, Debugging

    4
    Rating, 4 out of 5 stars
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    142 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Figma, Sketch & Miro for UX Design

    Skills you'll gain: User Research, Prototyping, Wireframing, Human Centered Design, Miro AI, User Flows, Design, User Interface (UI), Design Specifications, Interactive Design, Persona Development, Design Software, User Interface (UI) Design, UI Components, Ideation, Animations

    4.6
    Rating, 4.6 out of 5 stars
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    30 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Codio

    SQL for Security Specialist

    Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Database Management, Secure Coding, Relational Databases, Query Languages, Security Controls, Data Access, Data Security, Role-Based Access Control (RBAC), Threat Management, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Developing the Opportunity for Corporate Entrepreneurs

    Skills you'll gain: Entrepreneurship, Innovation, Market Opportunities, Corporate Strategy, New Business Development, Value Propositions, Business Strategy, Competitive Analysis, Strategic Decision-Making, Market Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    93 reviews

    Beginner · Course · 1 - 4 Weeks

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    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Data Transformation, Data Manipulation, Model Evaluation, Exploratory Data Analysis, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Data for Business Analysts Using Microsoft Excel

    Skills you'll gain: Excel Formulas, Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Analysis, Data Presentation, Business Metrics, Data Cleansing, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
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    320 reviews

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Empowerment and Wellness: A Mindfulness Journey for Women

    Skills you'll gain: Mindfulness, Resilience, Emotional Intelligence, Compassion, Communication, Personal Development, Stress Management, Personal Care, Self-Awareness, Empowerment, Mental Health, Persistence, Goal Setting

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    CUDA at Scale for the Enterprise

    Skills you'll gain: Image Analysis, Event-Driven Programming, Scalability, Digital Signal Processing, C and C++, Distributed Computing, Computer Graphics, System Programming, Program Development, Performance Tuning, Hardware Architecture, Data Structures, Algorithms

    3.1
    Rating, 3.1 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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    Vanderbilt University

    Generative AI & AI Agent Organizational Strategy for Leaders

    Skills you'll gain: AI Enablement, Agentic systems, Workforce Management, Scalability, Workforce Planning, Solution Design

    4.5
    Rating, 4.5 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Generative AI for Code Completion

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering Tools, OpenAI API, Microsoft Copilot, AI Enablement, Generative AI, Software Development Tools, Application Development

    4.3
    Rating, 4.3 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Implementing Open Policy Agent for Policy-Driven Control

    Skills you'll gain: DevSecOps, Kubernetes, Cloud Security, Cloud-Native Computing, Cyber Security Policies, Security Controls, Continuous Monitoring, Authorization (Computing), Policy Development, CI/CD, Policy Analysis, Open Source Technology, Cross Platform Development, Configuration Management, JSON

    Intermediate · Course · 1 - 4 Weeks

Searches related to math for machine learning

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In summary, here are 10 of our most popular math for machine learning courses

  • Nomad Sculpt for Beginners: Skillshare
  • Introduction to Python Scripting for DevOps: LearnQuest
  • Figma, Sketch & Miro for UX Design: Coursera
  • SQL for Security Specialist: Codio
  • Developing the Opportunity for Corporate Entrepreneurs: University of Maryland, College Park
  • DataPrep for H2O Driverless AI: H2O.ai
  • Data for Business Analysts Using Microsoft Excel: Microsoft
  • Empowerment and Wellness: A Mindfulness Journey for Women: Board Infinity
  • CUDA at Scale for the Enterprise: Johns Hopkins University
  • Generative AI & AI Agent Organizational Strategy for Leaders: Vanderbilt University

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